import pandas as pd
eda = pd.read_csv('data/eda_data.csv')
eda.head()| COMPANY | LOCATION | POSTED | MIN_EDULEVELS_NAME | MAX_EDULEVELS_NAME | MIN_YEARS_EXPERIENCE | MAX_YEARS_EXPERIENCE | TITLE | SKILLS | SPECIALIZED_SKILLS | ... | COMMON_SKILLS | SOFTWARE_SKILLS | SOC_2021_4_NAME | NAICS_2022_6 | NAICS2_NAME | REMOTE_TYPE_NAME | SALARY | TITLE_NAME | SKILLS_NAME | SPECIALIZED_SKILLS_NAME | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 894731 | {\n "lat": 33.20763,\n "lon": -92.6662674\n} | 2024-06-02 | Bachelor's degree | Master's degree | 2.000000 | 2.000000 | ET29C073C03D1F86B4 | [\n "KS126DB6T061MHD7RTGQ",\n "KS126706DPFD3... | [\n "KS126DB6T061MHD7RTGQ",\n "KS128006L3V0H... | ... | [\n "KS126706DPFD3354M7YK",\n "KS1280B68GD79... | [\n "KS440W865GC4VRBW6LJP",\n "KS13USA80NE38... | Data Scientists | 441330 | Retail Trade | [None] | 116348.5 | Enterprise Analysts | [\n "Merchandising",\n "Mathematics",\n "Pr... | [\n "Merchandising",\n "Predictive Modeling"... |
| 1 | 133098 | {\n "lat": 44.3106241,\n "lon": -69.7794897\n} | 2024-06-02 | No Education Listed | Master's degree | 3.000000 | 3.000000 | ET21DDA63780A7DC09 | [\n "KS122626T550SLQ7QZ1C",\n "KS123YJ6KVWC9... | [\n "KS122626T550SLQ7QZ1C",\n "KS123YJ6KVWC9... | ... | [] | [\n "BGSBF3F508F7F46312E3",\n "ESEA839CED378... | Data Scientists | 561320 | Administrative and Support and Waste Managemen... | Remote | 116348.5 | Oracle Consultants | [\n "Procurement",\n "Financial Statements",... | [\n "Procurement",\n "Financial Statements",... |
| 2 | 39063746 | {\n "lat": 32.7766642,\n "lon": -96.7969879\n} | 2024-06-02 | Bachelor's degree | Master's degree | 5.000000 | 3.773903 | ET3037E0C947A02404 | [\n "KS1218W78FGVPVP2KXPX",\n "ESF3939CE1F80... | [\n "ESF3939CE1F80C10C327",\n "KS120GV6C72JM... | ... | [\n "KS1218W78FGVPVP2KXPX",\n "BGS1ADAA36DB6... | [\n "KS126HY6YLTB9R7XJC4Z"\n] | Data Scientists | 524291 | Finance and Insurance | [None] | 116348.5 | Data Analysts | [\n "Management",\n "Exception Reporting",\n... | [\n "Exception Reporting",\n "Data Analysis"... |
| 3 | 37615159 | {\n "lat": 33.4483771,\n "lon": -112.0740373\n} | 2024-06-02 | No Education Listed | Master's degree | 3.000000 | 3.773903 | ET2114E0404BA30075 | [\n "KS123QX62QYTC4JF38H8",\n "KS7G6NP6R6L1H... | [\n "KS123QX62QYTC4JF38H8",\n "KS441PQ64HT13... | ... | [\n "KS7G6NP6R6L1H1SKFTSY",\n "KS1218W78FGVP... | [\n "KS4409D76NW1S5LNCL18",\n "ESC7869CF7378... | Data Scientists | 522110 | Finance and Insurance | [None] | 116348.5 | Management Analysts | [\n "Exit Strategies",\n "Reliability",\n "... | [\n "Exit Strategies",\n "User Story",\n "H... |
| 4 | 0 | {\n "lat": 37.6392595,\n "lon": -120.9970014\n} | 2024-06-02 | No Education Listed | Master's degree | 5.486539 | 3.773903 | ET0000000000000000 | [] | [] | ... | [] | [] | Data Scientists | 999999 | Unclassified Industry | [None] | 92500.0 | Unclassified | [] | [] |
5 rows × 21 columns